response = client.chat.completions.create(
model="deepseek-ai/DeepSeek-V4-Pro",
messages=[{"role": "system",
"content": "You are a Python programming tutor who responds using concise,
one-sentence explanations."},
{"role": "user",
"content": "What is the difference between mutable and immutable objects?"}]
)
System: styr assistentens beteende
User: instruerar assistenten
Assistant: svar på användarens instruktion
Ge exempel
Styr modellen i rätt riktning
Assistentmeddelanden är en mer strukturerad form av shot-prompting
Exempel: Python-programmeringstutor
Exempelfrågor och svar
Ge exempel
response = client.chat.completions.create(
model="deepseek-ai/DeepSeek-V4-Pro",
messages=[{"role": "system",
"content": "You are a Python programming tutor who responds using concise,
one-sentence explanations."},
{"role": "user",
"content": "How do you define a Python list?"},
{"role": "assistant",
"content": "Lists are defined by enclosing a comma-separated sequence of
objects inside square brackets [ ]."},
{"role": "user",
"content": "What is the difference between mutable and immutable objects?"}]
)
Svaret
print(response.choices[0].message.content)
Mutable objects can be changed after creation (like lists), while immutable objects cannot
(like tuples or strings).
Experimentera med antalet exempel
System vs. assistant vs. user
System → viktig mallformatering
Output the information in this format:
name | age | occupation
Assistant → exempelkonversationer
User → kontext för ny indata (ofta enkelvändig)
Create a job advert for an AI Engineer. Use this job advert as a template:
Job Title: Data Engineer
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